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Florian Stoffel
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Books and Theses
- 2018
- [b1]Florian Stoffel:
Transparency in Interactive Feature-based Machine Learning: Challenges and Solutions. University of Konstanz, Germany, 2018
Journal Articles
- 2021
- [j7]Bruno Schneider
, Dominik Jäckle
, Florian Stoffel, Alexandra Diehl
, Johannes Fuchs
, Daniel A. Keim:
Integrating Data and Model Space in Ensemble Learning by Visual Analytics. IEEE Trans. Big Data 7(3): 483-496 (2021) - 2019
- [j6]Michael Behrisch
, Dirk Streeb, Florian Stoffel, Daniel Seebacher
, Brian Matejek
, Stefan Hagen Weber, Sebastian Mittelstädt, Hanspeter Pfister
, Daniel A. Keim:
Commercial Visual Analytics Systems-Advances in the Big Data Analytics Field. IEEE Trans. Vis. Comput. Graph. 25(10): 3011-3031 (2019) - 2018
- [j5]Wolfgang Jentner
, Dominik Sacha, Florian Stoffel, Geoffrey P. Ellis, Leishi Zhang
, Daniel A. Keim:
Making machine intelligence less scary for criminal analysts: reflections on designing a visual comparative case analysis tool. Vis. Comput. 34(9): 1225-1241 (2018) - 2017
- [j4]Florian Stoffel, Wolfgang Jentner
, Michael Behrisch, Johannes Fuchs, Daniel A. Keim:
Interactive Ambiguity Resolution of Named Entities in Fictional Literature. Comput. Graph. Forum 36(3): 189-200 (2017) - 2014
- [j3]Halldór Janetzko, Florian Stoffel, Sebastian Mittelstädt, Daniel A. Keim:
Anomaly detection for visual analytics of power consumption data. Comput. Graph. 38: 27-37 (2014) - [j2]Dominik Sacha, Andreas Stoffel, Florian Stoffel, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim:
Knowledge Generation Model for Visual Analytics. IEEE Trans. Vis. Comput. Graph. 20(12): 1604-1613 (2014) - 2013
- [j1]Ming C. Hao, Christian Rohrdantz, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Lars-Erik Haug, Meichun Hsu, Florian Stoffel:
Visual sentiment analysis of customer feedback streams using geo-temporal term associations. Inf. Vis. 12(3-4): 273-290 (2013)
Conference and Workshop Papers
- 2018
- [c14]Isabel Piljek, Giuliana Dehn, Jannik Frauendorf, Ziad Salem, Yerzhan Niyazbayev, Juri Buchmüller, Eren Cakmak, Wolfgang Jentner, Florian Stoffel, Daniel A. Keim:
Identifying Patterns and Anomalies within Spatiotemporal Water Sampling Data : VAST Challenge 2018: Award for Elegant Design of an Interactive Display. VAST 2018: 98-99 - [c13]Florian Stoffel, Hanna Post, Marcus Stewen, Daniel A. Keim:
polimaps: Supporting Predictive Policing with Visual Analytics. EuroVA@EuroVis 2018: 43-47 - 2017
- [c12]Dominik Jäckle, Florian Stoffel, Sebastian Mittelstädt, Daniel A. Keim, Harald Reiterer
:
Interpretation of Dimensionally-reduced Crime Data: A Study with Untrained Domain Experts. VISIGRAPP (3: IVAPP) 2017: 164-175 - [c11]Dominik Sacha, Wolfgang Jentner
, Leishi Zhang
, Florian Stoffel, Geoffrey P. Ellis:
Visual Comparative Case Analytics. EuroVA@EuroVis 2017: 49-53 - 2016
- [c10]Leishi Zhang
, Chris Rooney, Lev Nachmanson, B. L. William Wong, Bum Chul Kwon, Florian Stoffel, Michael Hund, Nadeem Qazi, Uchit Singh, Daniel A. Keim:
Spherical Similarity Explorer for Comparative Case Analysis. Visualization and Data Analysis 2016: 1-10 - [c9]Juri Buchmüller, Dominik Jäckle, Florian Stoffel, Daniel A. Keim:
SpaceCuts: Making Room for Visualizations on Maps. EuroVis (Short Papers) 2016: 67-71 - 2015
- [c8]Dominik Jäckle, Florian Stoffel, Bum Chul Kwon, Dominik Sacha, Andreas Stoffel, Daniel A. Keim:
Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization. EuroVis (Short Papers) 2015: 55-59 - [c7]Sebastian Mittelstädt, Dominik Jäckle, Florian Stoffel, Daniel A. Keim:
ColorCAT: Guided Design of Colormaps for Combined Analysis Tasks. EuroVis (Short Papers) 2015: 115-119 - 2014
- [c6]Fabian Fischer, Florian Stoffel, Sebastian Mittelstädt, Tobias Schreck, Daniel A. Keim:
Using visual analytics to support decision making to solve the Kronos incident (VAST challenge 2014). IEEE VAST 2014: 301-302 - [c5]Florian Stoffel, Fabian Fischer:
Using a knowledge graph data structure to analyze text documents (VAST challenge 2014 MC1). IEEE VAST 2014: 331-332 - [c4]Fabian Fischer, Florian Stoffel:
NStreamAware: Real-Time visual analytics for data streams (VAST Challenge 2014 MC3). IEEE VAST 2014: 373-374 - 2013
- [c3]Florian Stoffel, Fabian Fischer, Daniel A. Keim:
Finding anomalies in time-series using visual correlation for interactive root cause analysis. VizSEC 2013: 65-72 - 2012
- [c2]Florian Stoffel, Halldor Janetzko, Florian Mansmann:
Proportions in categorical and geographic data: visualizing the results of political elections. AVI 2012: 457-464 - 2011
- [c1]Enrico Bertini, Juri Buchmüller, Fabian Fischer, Stephan Huber, Thomas Lindemeier, Fabian Maass, Florian Mansmann, Thomas Ramm, Michael Regenscheit, Christian Rohrdantz, Christian Scheible, Tobias Schreck
, Stephan Sellien, Florian Stoffel, Mark Tautzenberger, Matthias Zieker, Daniel A. Keim:
Visual analytics of terrorist activities related to epidemics. IEEE VAST 2011: 329-330
Informal and Other Publications
- 2017
- [i1]Bruno Schneider, Dominik Jäckle, Florian Stoffel, Alexandra Diehl
, Johannes Fuchs, Daniel A. Keim:
Visual Integration of Data and Model Space in Ensemble Learning. CoRR abs/1710.07322 (2017)
Coauthor Index
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